R package sansSouci: Post hoc inference via multiple testing. The goal of sansSouci is to perform post hoc inference: in a multiple testing context, sansSouci provides statistical guarantees on possibly user-defined and/or data-driven sets of hypotheses. Typical use cases include: Differential gene expression studies in genomics: see differential expression vignette and run volcano plot shiny app fMRI studies in neuroimaging: see fMRI vignette. In both cases, the permutation-based post hoc inference methods implemented in the SansSouci package outperform classical post hoc bounds based on probabilistic inequalities.
Keywords for this software
References in zbMATH (referenced in 2 articles , 1 standard article )
Showing results 1 to 2 of 2.
- Blanchard, Gilles; Neuvial, Pierre; Roquain, Etienne: Post hoc confidence bounds on false positives using reference families (2020)
- Durand, Guillermo; Blanchard, Gilles; Neuvial, Pierre; Roquain, Etienne: Post hoc false positive control for structured hypotheses (2020)